Remark 4: By invoking the theory on cascade systems, controllers can be designed for the inner loop and the outer one separately. This manuscript is concentrated on the outer loop subsystem, thus, the controller design procedure and stability analysis are detailed. The inner loop dynamics on the rotation motion of the quadrotor stay the same as those given in literatures [1]}.
